Murillo G. Carneiro

33 papers B 17Misc 1Journal 8Unranked 7
YearRankTypeTitle / Venue / Authors
2025 B conf
Attention to EEG signals: a transformer-based architecture for the prognosis of patients in coma.
IJCNN
João L. M. Barbosa, Murillo G. Carneiro, Sérgio Baldo Júnior, Renato Tinós, Donghong Ji, Liang Zhao, João-Batista Destro-Filho
2025 J jnl
CNN-BiLSTM for sustainable and non-invasive COVID-19 detection via salivary ATR-FTIR spectroscopy.
CoRR
Anisio Pereira Santos Junior, Robinson Sabino-Silva, Mário Machado Martins, Thulio Marquez Cunha, Murillo G. Carneiro
2025 B conf
High-level classification based on meta-graph of visibility graphs for Autism detection.
IJCNN
Ricardo B. Lima Filho, Robinson Sabino-Silva, Murillo G. Carneiro
2025 J jnl
Network-Based Detection of Autism Spectrum Disorder Using Sustainable and Non-invasive Salivary Biomarkers.
CoRR
Janayna M. Fernandes, Robinson Sabino-Silva, Murillo G. Carneiro
2024 B conf
A Surrogate-Assisted Genetic Algorithm Framework to Discover Peptides Against COVID-19 Virus.
CEC
Elias A. D. Silva, Lucas S. Palmeira, Marcelo A. Garcia-Júnior, Luiz G. A. Martins, Yaochu Jin, Bruno S. Andrade, Robinson Sabino-Silva, Murillo G. Carneiro
2024 B conf
High-Level Network-based Detection of Oral Cancer from ATR-FTIR Spectroscopy.
IJCNN
Ricardo B. Lima Filho, Janayna M. Fernandes, Donghong Ji, Liang Zhao, Robinson Sabino-Silva, Murillo G. Carneiro
2024 — conf
Modeling EEG Data into Graphs for the Prognostic of Patients in Coma Using Graph Neural Networks.
BRACIS (4)
Odelmo O. Nascimento Junior, Dhara L. C. Assis, João Batista Destro Filho, Liang Zhao, Murillo G. Carneiro
2024 B conf
Prediction of Managed Forest Growth Based on Machine Learning and Cellular Automata.
CEC
Pablo H. De Freitas, Murillo G. Carneiro, Thiago P. Protasio, Delman A. Gonçalves, Rodrigo O. V. Miranda, Alvaro A. V. Soares, Luiz G. A. Martins
2023 B conf
Classification of coma etiology using convolutional neural networks and long-short term memory networks.
IJCNN
Sérgio Baldo Júnior, Murillo G. Carneiro, João-Batista Destro-Filho, Liang Zhao, Renato Tinós
2023 — conf
Convolutional Neural Networks for the Molecular Detection of COVID-19.
BRACIS (2)
Anisio P. Santos, Anage C. Mundim Filho, Robinson Sabino-Silva, Murillo G. Carneiro
2023 B conf
Data classification via centrality measures of complex networks.
IJCNN
Janayna M. Fernandes, Guilherme M. Suzuki, Liang Zhao, Murillo G. Carneiro
2023 B conf
Finding the appropriate harvest time of coffee fruits using convolutional neural networks.
ICTAI
Anage C. Mundim Filho, Darlisson M. Santos, Cleyton B. Alvarenga, Gleice A. de Assis, Paula C. N. Rinaldi, Renan Zampiroli, Enrique Anastácio Alves, Murillo G. Carneiro
2023 B conf
High-Level Classification for EEG Analysis.
IJCNN
Murillo G. Carneiro, Camila D. Ramos, João-Batista Destro-Filho, Yu-tao Zhu, Donghong Ji, Liang Zhao
2023 — conf
Towards the Prognosis of Patients in Coma using Echo State Networks for EEG Analysis.
INNS DLIA@IJCNN
Lucas Z. Bissaro, Odelmo O. Nascimento Junior, João Batista Destro Filho, Yaochu Jin, Murillo G. Carneiro
2021 J jnl
Analysis of Complex Network Measures for Multi-label Classification.
Int. J. Artif. Intell. Tools
Vinícius H. Resende, Murillo G. Carneiro
2021 B conf
Complex Network Measures for Data Classification.
IJCNN
Murillo G. Carneiro, Barbara C. Gama, Otavio S. Ribeiro
2021 Misc conf
Regular echo state networks: simple and accurate reservoir models to real-world applications.
SAC
Lucas Z. Bissaro, Yaochu Jin, Murillo G. Carneiro
2020 B conf
High-Level Classification for Multi-Label Learning.
IJCNN
Vinícius H. Resende, Murillo G. Carneiro
2019 B conf
A Comparative Analysis of Classifiers in the Recognition of Packed Executables.
ICTAI
Cecília R. O. Assis, Rodrigo Sanches Miani, Murillo G. Carneiro, Kil Jin Brandini Park
2019 — conf
Community Detection to Invariant Pattern Clustering in Images.
BRACIS
Lusmar M. Freitas, Murillo G. Carneiro
2019 J jnl
Improving cellular automata scheduling through dynamics control.
Int. J. Parallel Emergent Distributed Syst.
Tiago I. de Carvalho, Murillo G. Carneiro, Gina M. B. Oliveira
2019 J jnl
Particle swarm optimization for network-based data classification.
Neural Networks
Murillo G. Carneiro, Ran Cheng, Liang Zhao, Yaochu Jin
2019 B conf
Towards a High-Level Multi-label Classification from Complex Networks.
ICTAI
Vinícius H. Resende, Murillo G. Carneiro
2018 — conf
Analysis of Graph Construction Methods in Supervised Data Classification.
BRACIS
Murillo G. Carneiro, Liang Zhao
2018 B conf
What's the Next Move? Learning Player Strategies in Zoom Poker Games.
CEC
Murillo G. Carneiro, Gabriel A. De Lisboa
2017 — conf
Automatic detection of fruits in coffee crops from aerial images.
LARS/SBR
Gabriel L. A. Carrijo, Danilo E. Oliveira, Gleice A. de Assis, Murillo G. Carneiro, Vitor Campanholo Guizilini, Jefferson R. Souza
2017 — conf
Improving semantic role labeling using high-level classification in complex networks.
ICNC-FSKD
Murillo G. Carneiro, João Luís Garcia Rosa, Qiusheng Zheng, Xiaoming Liu, Liang Zhao
2017 B conf
Nature-Inspired Graph Optimization for Dimensionality Reduction.
ICTAI
Murillo G. Carneiro, Thiago Henrique Cupertino, Ran Cheng, Yaochu Jin, Liang Zhao
2017 J jnl
Semi-supervised Semantic Role Labeling for Brazilian Portuguese.
J. Inf. Data Manag.
Murillo G. Carneiro, Thiago Henrique Cupertino, Liang Zhao, João Luís Garcia Rosa
2016 B conf
Network structural optimization based on swarm intelligence for highlevel classification.
IJCNN
Murillo G. Carneiro, Liang Zhao, Ran Cheng, Yaochu Jin
2015 J jnl
Network-based supervised data classification by using an heuristic of ease of access.
Neurocomputing
Thiago Henrique Cupertino, Liang Zhao, Murillo G. Carneiro
2014 B conf
K-associated optimal network for graph embedding dimensionality reduction.
IJCNN
Murillo G. Carneiro, Thiago Henrique Cupertino, Liang Zhao
2014 J jnl
Network-based data classification: combining K-associated optimal graphs and high-level prediction.
J. Braz. Comput. Soc.
Murillo G. Carneiro, João Luís Garcia Rosa, Alneu de Andrade Lopes, Liang Zhao